Interpretable Causal Graphical Models for Equilibrium Systems with Confounding

Kai Z. Teh, Kayvan Sadeghi, Terry Soo

In applications, quantities of interest are often modelled in equilibrium or an equilibrium solution is sought. The presence of confounding makes causal inference in this setting c…